Alfredo Aretxabaleta Peter A. Traykovski Jin-Si R. Over David S. Foster Jennifer L. Miselis Tim Nelson Erdinc Sogut Christopher R. Sherwood 2023 <p><span>The U.S. Geological Survey (USGS) provides operational forecasts of total water levels (TWL) and coastal change. Uncertainties around forecast TWL are based on the temporal and spatial range of observed beach slopes near the forecast site. This paper investigates other sources of uncertainty that are not accounted for, focusing on four beaches where the USGS has deployed remote cameras, and on outer Cape Cod, which has diverse bar morphologies. We find that the range of runup indicated by ten formulae is nearly as large as the variations caused by the range of beach slopes. A formula that accounts for bar morphology substantially decreases calculated runup, and might improve forecasts. Errors in the timing of forecast storm landfall generate uncertainties in TWL where tides are large. Analyses suggest that the effect of off-normal incident waves is relatively small. These results suggest opportunities for improving the TWL forecasts.</span></p> application/pdf 10.1142/9789811275135_0037 en World Scientific Contributions to uncertainty in runup forecasts text